Barbier, Jean, TianQi Hou, Marco Mondelli, and Manuel Saenz. “The Price of Ignorance: How Much Does It Cost to Forget Noise Structure in Low-Rank Matrix Estimation?”https://doi.org/10.48550/arXiv.2205.10009__ArXiv, n.d.https://doi.org/10.48550/arXiv.2205.10009 .
LibreCat: https://research-explorer.ista.ac.at/record/12536
DOI: 10.48550/arXiv.2205.10009
arXiv: 2205.10009

Bombari, Simone, Alessandro Achille, Zijian Wang, Yu-Xiang Wang, Yusheng Xie, Kunwar Yashraj Singh, Srikar Appalaraju, Vijay Mahadevan, and Stefano Soatto. “Towards Differential Relational Privacy and Its Use in Question Answering.”https://doi.org/10.48550/arXiv.2203.16701__ArXiv, n.d.https://doi.org/10.48550/arXiv.2203.16701 .
LibreCat: https://research-explorer.ista.ac.at/record/12860
DOI: 10.48550/arXiv.2203.16701
arXiv: 2203.16701

Zhang, Yihan, and Shashank Vatedka. “List Decoding Random Euclidean Codes and Infinite Constellations.”https://doi.org/10.1109/TIT.2022.3189542__IEEE Transactions on Information Theory. IEEE, 2022.https://doi.org/10.1109/TIT.2022.3189542 .
LibreCat: https://research-explorer.ista.ac.at/record/11639
DOI: 10.1109/TIT.2022.3189542
WoS: 000891796100007
arXiv: 1901.03790

Doan, Nghia, Seyyed Ali Hashemi, Marco Mondelli, and Warren J. Gross. “Decoding Reed-Muller Codes with Successive Codeword Permutations.”https://doi.org/10.1109/tcomm.2022.3211101__IEEE Transactions on Communications. Institute of Electrical and Electronics Engineers, 2022.https://doi.org/10.1109/tcomm.2022.3211101 .
LibreCat: https://research-explorer.ista.ac.at/record/12233
DOI: 10.1109/tcomm.2022.3211101
WoS: 000937284600006
arXiv: 2109.02122

Zhang, Yihan, Shashank Vatedka, Sidharth Jaggi, and Anand D. Sarwate. “Quadratically Constrained Myopic Adversarial Channels.”https://doi.org/10.1109/tit.2022.3167554__IEEE Transactions on Information Theory. Institute of Electrical and Electronics Engineers, 2022.https://doi.org/10.1109/tit.2022.3167554 .
LibreCat: https://research-explorer.ista.ac.at/record/12273
DOI: 10.1109/tit.2022.3167554
WoS: 000838527100004
arXiv: 1801.05951

Hashemi, Seyyed Ali, Marco Mondelli, Arman Fazeli, Alexander Vardy, John Cioffi, and Andrea Goldsmith. “Parallelism versus Latency in Simplified Successive-Cancellation Decoding of Polar Codes.”https://doi.org/10.1109/TWC.2021.3125626__IEEE Transactions on Wireless Communications. Institute of Electrical and Electronics Engineers, 2022.https://doi.org/10.1109/TWC.2021.3125626 .
LibreCat: https://research-explorer.ista.ac.at/record/10364
DOI: 10.1109/TWC.2021.3125626
WoS: 000809406400028
arXiv: 2012.13378

Amani, Mohammad Hossein, Simone Bombari, Marco Mondelli, Rattana Pukdee, and Stefano Rini. “Sharp Asymptotics on the Compression of Two-Layer Neural Networks.”https://doi.org/10.1109/ITW54588.2022.9965870__IEEE Information Theory Workshop. IEEE, 2022.https://doi.org/10.1109/ITW54588.2022.9965870 .
LibreCat: https://research-explorer.ista.ac.at/record/12538
DOI: 10.1109/ITW54588.2022.9965870
arXiv: 2205.08199

Bombari, Simone, Mohammad Hossein Amani, and Marco Mondelli. “Memorization and Optimization in Deep Neural Networks with Minimum Over-Parameterization.” In 36th Conference on Neural Information Processing Systems, 35:7628–40. Curran Associates, 2022.
LibreCat: https://research-explorer.ista.ac.at/record/12537
arXiv: 2205.10217

Mondelli, Marco, and Ramji Venkataramanan. “Approximate Message Passing with Spectral Initialization for Generalized Linear Models.”https://doi.org/10.1088/1742-5468/ac9828__Journal of Statistical Mechanics: Theory and Experiment. IOP Publishing, 2022.https://doi.org/10.1088/1742-5468/ac9828 .
LibreCat: https://research-explorer.ista.ac.at/record/12480
DOI: 10.1088/1742-5468/ac9828
WoS: 000889589900001

Nguyen, Quynh, Marco Mondelli, and Guido F Montufar. “Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks.” In Proceedings of the 38th International Conference on Machine Learning, edited by Marina Meila and Tong Zhang, 139:8119–29. ML Research Press, 2021.
LibreCat: https://research-explorer.ista.ac.at/record/10595
arXiv: 2012.11654

Hashemi, Seyyed Ali, Marco Mondelli, John Cioffi, and Andrea Goldsmith. “Successive Syndrome-Check Decoding of Polar Codes.”https://doi.org/10.1109/IEEECONF53345.2021.9723394__In Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021–October:943–47. Institute of Electrical and Electronics Engineers, 2021.https://doi.org/10.1109/IEEECONF53345.2021.9723394 .
LibreCat: https://research-explorer.ista.ac.at/record/10599
DOI: 10.1109/IEEECONF53345.2021.9723394
arXiv: 2112.00057

Nguyen, Quynh, Marco Mondelli, and Guido Montufar. “Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks.” In Proceedings of the 38th International Conference on Machine Learning, 139:8119–29. ML Research Press, 2021.
LibreCat: https://research-explorer.ista.ac.at/record/13146
arXiv: 2012.11654

Mondelli, Marco, Seyyed Ali Hashemi, John M. Cioffi, and Andrea Goldsmith. “Sublinear Latency for Simplified Successive Cancellation Decoding of Polar Codes.”https://doi.org/10.1109/TWC.2020.3022922__IEEE Transactions on Wireless Communications. IEEE, 2021.https://doi.org/10.1109/TWC.2020.3022922 .
LibreCat: https://research-explorer.ista.ac.at/record/9047
DOI: 10.1109/TWC.2020.3022922
WoS: 000607808800002
arXiv: 1909.04892

Hashemi, Seyyed Ali, Marco Mondelli, Arman Fazeli, Alexander Vardy, John Cioffi, and Andrea Goldsmith. “Parallelism versus Latency in Simplified Successive-Cancellation Decoding of Polar Codes.”https://doi.org/10.1109/ISIT45174.2021.9518153__In 2021 IEEE International Symposium on Information Theory, 2369–74. Institute of Electrical and Electronics Engineers, 2021.https://doi.org/10.1109/ISIT45174.2021.9518153 .
LibreCat: https://research-explorer.ista.ac.at/record/10053
DOI: 10.1109/ISIT45174.2021.9518153
WoS: 000701502202078
arXiv: 2012.13378

Fathollahi, Dorsa, Nariman Farsad, Seyyed Ali Hashemi, and Marco Mondelli. “Sparse Multi-Decoder Recursive Projection Aggregation for Reed-Muller Codes.”https://doi.org/10.1109/isit45174.2021.9517887__In 2021 IEEE International Symposium on Information Theory, 1082–87. Institute of Electrical and Electronics Engineers, 2021.https://doi.org/10.1109/isit45174.2021.9517887 .
LibreCat: https://research-explorer.ista.ac.at/record/10597
DOI: 10.1109/isit45174.2021.9517887
WoS: 000701502201029
arXiv: 2011.12882

Mondelli, Marco, Christos Thrampoulidis, and Ramji Venkataramanan. “Optimal Combination of Linear and Spectral Estimators for Generalized Linear Models.”https://doi.org/10.1007/s10208-021-09531-x__Foundations of Computational Mathematics. Springer, 2021.https://doi.org/10.1007/s10208-021-09531-x .
LibreCat: https://research-explorer.ista.ac.at/record/10211
DOI: 10.1007/s10208-021-09531-x
WoS: 000685721000001
arXiv: 2008.03326

Mondelli, Marco, and Ramji Venkataramanan. “PCA Initialization for Approximate Message Passing in Rotationally Invariant Models.” In 35th Conference on Neural Information Processing Systems, 35:29616–29. Neural Information Processing Systems Foundation, 2021.
LibreCat: https://research-explorer.ista.ac.at/record/10593
arXiv: 2106.02356

Nguyen, Quynh, Pierre Bréchet, and Marco Mondelli. “When Are Solutions Connected in Deep Networks?” In 35th Conference on Neural Information Processing Systems, Vol. 35. Neural Information Processing Systems Foundation, 2021.
LibreCat: https://research-explorer.ista.ac.at/record/10594
arXiv: 2102.09671

Mondelli, Marco, and Ramji Venkataramanan. “Approximate Message Passing with Spectral Initialization for Generalized Linear Models.” In Proceedings of The 24th International Conference on Artificial Intelligence and Statistics, edited by Arindam Banerjee and Kenji Fukumizu, 130:397–405. ML Research Press, 2021.
LibreCat: https://research-explorer.ista.ac.at/record/10598
arXiv: 2010.03460

Fazeli, Arman, Hamed Hassani, Marco Mondelli, and Alexander Vardy. “Binary Linear Codes with Optimal Scaling: Polar Codes with Large Kernels.”https://doi.org/10.1109/TIT.2020.3038806__IEEE Transactions on Information Theory. IEEE, 2021.https://doi.org/10.1109/TIT.2020.3038806 .
LibreCat: https://research-explorer.ista.ac.at/record/9002
DOI: 10.1109/TIT.2020.3038806
arXiv: 1711.01339

Li, Sijie, Rawad Bitar, Sidharth Jaggi, and Yihan Zhang. “Network Coding with Myopic Adversaries.”https://doi.org/10.1109/JSAIT.2021.3126474__IEEE Journal on Selected Areas in Information Theory. IEEE, 2021.https://doi.org/10.1109/JSAIT.2021.3126474 .
LibreCat: https://research-explorer.ista.ac.at/record/15254
DOI: 10.1109/JSAIT.2021.3126474
arXiv: 2102.09885

Nguyen, Quynh, and Marco Mondelli. “Global Convergence of Deep Networks with One Wide Layer Followed by Pyramidal Topology.” In 34th Conference on Neural Information Processing Systems, 33:11961–11972. Curran Associates, 2020.
LibreCat: https://research-explorer.ista.ac.at/record/9221
arXiv: 2002.07867

Mondelli, Marco, Seyyed Ali Hashemi, John Cioffi, and Andrea Goldsmith. “Simplified Successive Cancellation Decoding of Polar Codes Has Sublinear Latency.”https://doi.org/10.1109/ISIT44484.2020.9174141__In IEEE International Symposium on Information Theory - Proceedings, Vol. 2020–June. IEEE, 2020.https://doi.org/10.1109/ISIT44484.2020.9174141 .
LibreCat: https://research-explorer.ista.ac.at/record/8536
DOI: 10.1109/ISIT44484.2020.9174141
arXiv: 1909.04892

Shevchenko, Alexander, and Marco Mondelli. “Landscape Connectivity and Dropout Stability of SGD Solutions for Over-Parameterized Neural Networks.” In Proceedings of the 37th International Conference on Machine Learning, 119:8773–84. ML Research Press, 2020.
LibreCat: https://research-explorer.ista.ac.at/record/9198
arXiv: 1912.10095

Javanmard, Adel, Marco Mondelli, and Andrea Montanari. “Analysis of a Two-Layer Neural Network via Displacement Convexity.”https://doi.org/10.1214/20-AOS1945__Annals of Statistics. Institute of Mathematical Statistics, 2020.https://doi.org/10.1214/20-AOS1945 .
LibreCat: https://research-explorer.ista.ac.at/record/6748
DOI: 10.1214/20-AOS1945
WoS: 000598369200021
arXiv: 1901.01375

Hashemi, Seyyed Ali, Carlo Condo, Marco Mondelli, and Warren J Gross. “Rate-Flexible Fast Polar Decoders.”https://doi.org/10.1109/TSP.2019.2944738__IEEE Transactions on Signal Processing. IEEE, 2019.https://doi.org/10.1109/TSP.2019.2944738 .
LibreCat: https://research-explorer.ista.ac.at/record/6750
DOI: 10.1109/TSP.2019.2944738
arXiv: 1903.09203

Mondelli, Marco, S. Hamed Hassani, and Rüdiger Urbanke. “A New Coding Paradigm for the Primitive Relay Channel.”https://doi.org/10.3390/a12100218__Algorithms. MDPI, 2019.https://doi.org/10.3390/a12100218 .
LibreCat: https://research-explorer.ista.ac.at/record/7007
DOI: 10.3390/a12100218
arXiv: 1801.03153